Rapid susceptibility mapping of co-seismic landslides triggered by the 2013 Lushan Earthquake using the regression model developed for the 2008 Wenchuan Earthquake

被引:20
|
作者
Li Wei-le [1 ]
Huang Run-qiu [1 ]
Xu Qiang [1 ]
Tang Chuan [1 ]
机构
[1] Chengdu Univ Technol, State Key Lab Geohazard Prevent & Geoenvironm Pro, Chengdu 610059, Peoples R China
关键词
Lushan earthquake; Landslide; Susceptibility mapping; Logistical regression; SPATIAL PREDICTION MODELS; LOGISTIC-REGRESSION; GIS; HAZARDS;
D O I
10.1007/s11629-013-2786-2
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The primary objective of landslide susceptibility mapping is the prediction of potential landslides in landslide-prone areas. The predictive power of a landslide susceptibility mapping model could be tested in an adjacent area of similar geoenvironmental conditions to find out the reliability. Both the 2008 Wenchuan Earthquake and the 2013 Lushan Earthquake occurred in the Longmen Mountain seismic zone, with similar topographical and geological conditions. The two earthquakes are both featured by thrust fault and similar seismic mechanism. This paper adopted the susceptibility mapping model of co-seismic landslides triggered by Wenchuan earthquake to predict the spatial distribution of landslides induced by Lushan earthquake. Six influencing parameters were taken into consideration: distance from the seismic fault, slope gradient, lithology, distance from drainage, elevation and Peak Ground Acceleration (PGA). The preliminary results suggested that the zones with high susceptibility of coseismic landslides were mainly distributed in the mountainous areas of Lushan, Baoxing and Tianquan counties. The co-seismic landslide susceptibility map was completed in two days after the quake and sent to the field investigators to provide guidance for rescue and relief work. The predictive power of the susceptibility map was validated by ROC curve analysis method using 2037 co-seismic landslides in the epicenter area. The AUC value of 0.710 indicated that the susceptibility model derived from Wenchuan Earthquake landslides showed good accuracy in predicting the landslides triggered by Lushan earthquake.
引用
收藏
页码:699 / 715
页数:17
相关论文
共 50 条
  • [1] Rapid Susceptibility Mapping of Co-seismic Landslides Triggered by the 2013 Lushan Earthquake Using the Regression Model Developed for the 2008 Wenchuan Earthquake
    LI Wei-le
    HUANG Run-qiu
    XU Qiang
    TANG Chuan
    JournalofMountainScience, 2013, 10 (05) : 699 - 715
  • [2] Rapid susceptibility mapping of co-seismic landslides triggered by the 2013 Lushan Earthquake using the regression model developed for the 2008 Wenchuan Earthquake
    Wei-le Li
    Run-qiu Huang
    Qiang Xu
    Chuan Tang
    Journal of Mountain Science, 2013, 10 : 699 - 715
  • [3] Comparison of the landslides triggered by the 2013 Lushan earthquake with those triggered by the strong 2008 Wenchuan earthquake in areas with high seismic intensities
    Genlong Wang
    Bulletin of Engineering Geology and the Environment, 2015, 74 : 77 - 89
  • [4] Comparison of the landslides triggered by the 2013 Lushan earthquake with those triggered by the strong 2008 Wenchuan earthquake in areas with high seismic intensities
    Wang, Genlong
    BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT, 2015, 74 (01) : 77 - 89
  • [5] Rapid susceptibility mapping of earthquake-triggered slope geohazards in Lushan County by combining remote sensing with the AHP model developed for the Wenchuan earthquake
    Haijia Wen
    Peng Xie
    Peng Xiao
    Dongping Hu
    Bulletin of Engineering Geology and the Environment, 2017, 76 : 909 - 921
  • [6] Rapid susceptibility mapping of earthquake-triggered slope geohazards in Lushan County by combining remote sensing with the AHP model developed for the Wenchuan earthquake
    Wen, Haijia
    Xie, Peng
    Xiao, Peng
    Hu, Dongping
    BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT, 2017, 76 (03) : 909 - 921
  • [7] Co-seismic landslide inventory and susceptibility mapping in the 2008 Wenchuan earthquake disaster area, China
    Li Wei-le
    Huang Run-qiu
    Tang Chuan
    Xu Qiang
    van Westen, Cees
    JOURNAL OF MOUNTAIN SCIENCE, 2013, 10 (03) : 339 - 354
  • [8] Co-seismic Landslide Inventory and Susceptibility Mapping in the 2008 Wenchuan Earthquake Disaster Area,China
    LI Wei-le
    HUANG Run-qiu
    TANG Chuan
    XU Qiang
    Cees van WESTEN
    JournalofMountainScience, 2013, 10 (03) : 339 - 354
  • [9] Co-seismic landslide inventory and susceptibility mapping in the 2008 Wenchuan earthquake disaster area, China
    Wei-le Li
    Run-qiu Huang
    Chuan Tang
    Qiang Xu
    Cees van Westen
    Journal of Mountain Science, 2013, 10 : 339 - 354
  • [10] Co-Seismic Fault Effects of Landslides Triggered by Wenchuan Ms 8.0 Earthquake, China
    Huang, R. Q.
    Li, W. L.
    NEW FRONTIERS IN ENGINEERING GEOLOGY AND THE ENVIRONMENT, 2013, : 1 - 11